A multilayer cortical model to study seizure propagation across microdomains (Basu et al. 2015)

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Accession:206238
A realistic neural network was used to simulate a region of neocortex to obtain extracellular LFPs from ‘virtual micro-electrodes’ and produce test data for comparison with multisite microelectrode recordings. A model was implemented in the GENESIS neurosimulator. A simulated region of cortex was represented by layers 2/3, 5/6 (interneurons and pyramidal cells) and layer 4 stelate cells, spaced at 25 µm in each horizontal direction. Pyramidal cells received AMPA and NMDA inputs from neighboring cells at the basal and apical dendrites. The LFP data was generated by simulating 16-site electrode array with the help of ‘efield’ objects arranged at the predetermined positions with respect to the surface of the simulated network. The LFP for the model is derived from a weighted average of the current sources summed over all cellular compartments. Cell models were taken from from Traub et al. (2005) J Neurophysiol 93(4):2194-232.
References:
1 . Basu I, Kudela P, Korzeniewska A, Franaszczuk PJ, Anderson WS (2015) A study of the dynamics of seizure propagation across micro domains in the vicinity of the seizure onset zone. J Neural Eng 12:046016 [PubMed]
2 . Basu I, Kudela P, Anderson WS (2014) Determination of seizure propagation across microdomains using spectral measures of causality. Conf Proc IEEE Eng Med Biol Soc 2014:6349-52 [PubMed]
Model Information (Click on a link to find other models with that property)
Model Type: Realistic Network;
Brain Region(s)/Organism: Neocortex;
Cell Type(s): Neocortex U1 L2/6 pyramidal intratelencephalic GLU cell; Neocortex U1 L5B pyramidal pyramidal tract GLU cell; Thalamus reticular nucleus GABA cell; Neocortex spiking low threshold (LTS) neuron; Neocortex spiking regular (RS) neuron; Neocortex layer 2-3 interneuron; Neocortex layer 5 interneuron;
Channel(s): I Na,p; I Na,t; I K; I A; I M; I h; I K,Ca; I A, slow; I L high threshold; I T low threshold; I Calcium;
Gap Junctions: Gap junctions;
Receptor(s): AMPA; GabaA; NMDA;
Gene(s):
Transmitter(s): Glutamate; Gaba; Amino Acids;
Simulation Environment: GENESIS;
Model Concept(s): Activity Patterns; Epilepsy;
Implementer(s): Anderson, WS ; Kudela, Pawel ;
Search NeuronDB for information about:  Thalamus reticular nucleus GABA cell; Neocortex U1 L5B pyramidal pyramidal tract GLU cell; Neocortex U1 L2/6 pyramidal intratelencephalic GLU cell; GabaA; AMPA; NMDA; I Na,p; I Na,t; I L high threshold; I T low threshold; I A; I K; I M; I h; I K,Ca; I Calcium; I A, slow; Amino Acids; Gaba; Glutamate;
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BasuEtAl2015
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ModelDescription.pdf
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P6RSd_P6RSc.g
P6RSd_P6RSd.g
P6RSd_P6RSd_Gap.g
P6RSd_raninput.g
P6RSd_ST4RS.g
P6RSd_synapsedefs.g
P6RSd_TCR.g
P6RSdcell3Dpk.p
P6RSdchanpk.g
P6RSdprotodefs.g
P6RSsyncond.g
pgenesis_command
protodefs.g
protospikeB23FS.g
protospikeB5FS.g
protospikeC23FS.g
protospikeC5FS.g
protospikeI23LTS.g
protospikeI5LTS.g
protospikenRT.g
protospikeP23FRBa.g
protospikeP23RSa.g
protospikeP23RSb.g
protospikeP23RSc.g
protospikeP23RSd.g
protospikeP5IBa.g
protospikeP5IBb.g
protospikeP5IBc.g
protospikeP5IBd.g
protospikeP5RSa.g
protospikeP6RSa.g
protospikeP6RSb.g
protospikeP6RSc.g
protospikeP6RSd.g
protospikeST4RS.g
protospikeTCR.g
randominputdefs.g
spikedefs.g
ST4RS.g
ST4RS_B23FS.g
ST4RS_B5FS.g
ST4RS_C23FS.g
ST4RS_C5FS.g
ST4RS_I23LTS.g
ST4RS_I5LTS.g
ST4RS_P23FRBa.g
ST4RS_P23RSa.g
ST4RS_P23RSb.g
ST4RS_P23RSc.g
ST4RS_P23RSd.g
ST4RS_P5IBa.g
ST4RS_P5IBb.g
ST4RS_P5IBc.g
ST4RS_P5IBd.g
ST4RS_P5RSa.g
ST4RS_P6RSa.g
ST4RS_P6RSb.g
ST4RS_P6RSc.g
ST4RS_P6RSd.g
ST4RS_raninput.g
ST4RS_ST4RS.g
ST4RS_ST4RS_Gap.g
ST4RS_synapsedefs.g
ST4RScell3Dpk.p
ST4RSchanpk.g
ST4RSprotodefs.g
ST4RSsyncond.g
synapticdelays.g *
synapticprobsTraub.g
synchansB23FS.g *
synchansB5FS.g *
synchansC23FS.g *
synchansC5FS.g *
synchansI23LTS.g *
synchansI5LTS.g *
synchansnRT.g *
synchansP23FRBa.g *
synchansP23RSa.g *
synchansP23RSb.g *
synchansP23RSc.g *
synchansP23RSd.g *
synchansP5IBa.g *
synchansP5IBb.g *
synchansP5IBc.g *
synchansP5IBd.g *
synchansP5RSa.g *
synchansP6RSa.g *
synchansP6RSb.g *
synchansP6RSc.g *
synchansP6RSd.g *
synchansSPIKEs.g *
synchansSPIKEs_base.g
synchansST4RS.g
synchansTCR.g *
syncond.g
syncond2.g
TCR.g
TCR_B23FS.g
TCR_B5FS.g
TCR_C23FS.g
TCR_C5FS.g
TCR_nRT.g
TCR_P23FRBa.g
TCR_P23RSa.g
TCR_P23RSb.g
TCR_P23RSc.g
TCR_P23RSd.g
TCR_P5IBa.g
TCR_P5IBb.g
TCR_P5IBc.g
TCR_P5IBd.g
TCR_P5RSa.g
TCR_P6RSa.g
TCR_P6RSb.g
TCR_P6RSc.g
TCR_P6RSd.g
TCR_raninput.g
TCR_ST4RS.g
TCR_synapsedefs.g
TCRcellpk.p
TCRchanpk.g
TCRprotodefs.g
TCRsyncond.g
                            
echo B5FS Synapse Definitions...
echo

//P23RS - B5FS AMPA synapses

str s

//Load synapse location array

str locations = "distdendNlongb distdendNlongc distdendNmidb distdendNmidc distdendNshorta distdendNshortb distdendElongb distdendElongc distdendEmidb distdendEmidc distdendEshorta distdendEshortb distdendSlongb distdendSlongc distdendSmidb distdendSmidc distdendSshorta distdendSshortb distdendWlongb distdendWlongc distdendWmidb distdendWmidc distdendWshorta distdendWshortb"

foreach s ({arglist {locations}})

     ce /B5FS/{s}

     make_Ex_ch10P23RSAMPA
     setfield /B5FS/{s}/Ex_ch10P23RSAMPA gmax {CondmaxP23RSAMPA_B5FS}
     addmsg /B5FS/{s}/Ex_ch10P23RSAMPA /B5FS/{s} CHANNEL Gk Ek
     addmsg /B5FS/{s} /B5FS/{s}/Ex_ch10P23RSAMPA VOLTAGE Vm

     ce /

end

//P23RS - B5FS NMDA synapses

str s

//Load synapse location array

str locations = "distdendNlongb distdendNlongc distdendNmidb distdendNmidc distdendNshorta distdendNshortb distdendElongb distdendElongc distdendEmidb distdendEmidc distdendEshorta distdendEshortb distdendSlongb distdendSlongc distdendSmidb distdendSmidc distdendSshorta distdendSshortb distdendWlongb distdendWlongc distdendWmidb distdendWmidc distdendWshorta distdendWshortb"

foreach s ({arglist {locations}})

     ce /B5FS/{s}

     make_Ex_ch10P23RSNMDA
     setfield /B5FS/{s}/Ex_ch10P23RSNMDA gmax {CondmaxP23RSNMDA_B5FS}
     addmsg /B5FS/{s}/Ex_ch10P23RSNMDA /B5FS/{s} CHANNEL Gk Ek
     addmsg /B5FS/{s} /B5FS/{s}/Ex_ch10P23RSNMDA VOLTAGE Vm

     ce /

end

//P5IB - B5FS AMPA synapses

str s

//Load synapse location array

str locations = "distdendNlongb distdendNlongc distdendNmidb distdendNmidc distdendNshorta distdendNshortb distdendElongb distdendElongc distdendEmidb distdendEmidc distdendEshorta distdendEshortb distdendSlongb distdendSlongc distdendSmidb distdendSmidc distdendSshorta distdendSshortb distdendWlongb distdendWlongc distdendWmidb distdendWmidc distdendWshorta distdendWshortb"

foreach s ({arglist {locations}})

     ce /B5FS/{s}

     make_Ex_ch10P5IBAMPA
     setfield /B5FS/{s}/Ex_ch10P5IBAMPA gmax {CondmaxP5IBAMPA_B5FS}
     addmsg /B5FS/{s}/Ex_ch10P5IBAMPA /B5FS/{s} CHANNEL Gk Ek
     addmsg /B5FS/{s} /B5FS/{s}/Ex_ch10P5IBAMPA VOLTAGE Vm

     ce /

end

//P5IB - B5FS NMDA synapses

str s

//Load synapse location array

str locations = "distdendNlongb distdendNlongc distdendNmidb distdendNmidc distdendNshorta distdendNshortb distdendElongb distdendElongc distdendEmidb distdendEmidc distdendEshorta distdendEshortb distdendSlongb distdendSlongc distdendSmidb distdendSmidc distdendSshorta distdendSshortb distdendWlongb distdendWlongc distdendWmidb distdendWmidc distdendWshorta distdendWshortb"

foreach s ({arglist {locations}})

     ce /B5FS/{s}

     make_Ex_ch10P5IBNMDA
     setfield /B5FS/{s}/Ex_ch10P5IBNMDA gmax {CondmaxP5IBNMDA_B5FS}
     addmsg /B5FS/{s}/Ex_ch10P5IBNMDA /B5FS/{s} CHANNEL Gk Ek
     addmsg /B5FS/{s} /B5FS/{s}/Ex_ch10P5IBNMDA VOLTAGE Vm

     ce /

end

//B5FS - B5FS GABAa synapses

str s

//Load synapse location array

str locations = "distdendNlongb distdendNlongc distdendNmidb distdendNmidc distdendNshorta distdendNshortb distdendElongb distdendElongc distdendEmidb distdendEmidc distdendEshorta distdendEshortb distdendSlongb distdendSlongc distdendSmidb distdendSmidc distdendSshorta distdendSshortb distdendWlongb distdendWlongc distdendWmidb distdendWmidc distdendWshorta distdendWshortb"

foreach s ({arglist {locations}})

     ce /B5FS/{s}

     make_Inh_ch10B5FSGABAa
     setfield /B5FS/{s}/Inh_ch10B5FSGABAa gmax {CondmaxB5FSGABAa_B5FS}
     addmsg /B5FS/{s}/Inh_ch10B5FSGABAa /B5FS/{s} CHANNEL Gk Ek
     addmsg /B5FS/{s} /B5FS/{s}/Inh_ch10B5FSGABAa VOLTAGE Vm

     ce /

end

//P6RS - B5FS AMPA synapses

str s

//Load synapse location array

str locations = "distdendNlongb distdendNlongc distdendNmidb distdendNmidc distdendNshorta distdendNshortb distdendElongb distdendElongc distdendEmidb distdendEmidc distdendEshorta distdendEshortb distdendSlongb distdendSlongc distdendSmidb distdendSmidc distdendSshorta distdendSshortb distdendWlongb distdendWlongc distdendWmidb distdendWmidc distdendWshorta distdendWshortb"

foreach s ({arglist {locations}})

     ce /B5FS/{s}

     make_Ex_ch10P6RSAMPA
     setfield /B5FS/{s}/Ex_ch10P6RSAMPA gmax {CondmaxP6RSAMPA_B5FS}
     addmsg /B5FS/{s}/Ex_ch10P6RSAMPA /B5FS/{s} CHANNEL Gk Ek
     addmsg /B5FS/{s} /B5FS/{s}/Ex_ch10P6RSAMPA VOLTAGE Vm

     ce /

end

//P6RS - B5FS NMDA synapses

str s

//Load synapse location array

str locations = "distdendNlongb distdendNlongc distdendNmidb distdendNmidc distdendNshorta distdendNshortb distdendElongb distdendElongc distdendEmidb distdendEmidc distdendEshorta distdendEshortb distdendSlongb distdendSlongc distdendSmidb distdendSmidc distdendSshorta distdendSshortb distdendWlongb distdendWlongc distdendWmidb distdendWmidc distdendWshorta distdendWshortb"

foreach s ({arglist {locations}})

     ce /B5FS/{s}

     make_Ex_ch10P6RSNMDA
     setfield /B5FS/{s}/Ex_ch10P6RSNMDA gmax {CondmaxP6RSNMDA_B5FS}
     addmsg /B5FS/{s}/Ex_ch10P6RSNMDA /B5FS/{s} CHANNEL Gk Ek
     addmsg /B5FS/{s} /B5FS/{s}/Ex_ch10P6RSNMDA VOLTAGE Vm

     ce /

end

//ST4RS - B5FS AMPA synapses

str s

//Load synapse location array

str locations = "distdendNlongb distdendNlongc distdendNmidb distdendNmidc distdendNshorta distdendNshortb distdendElongb distdendElongc distdendEmidb distdendEmidc distdendEshorta distdendEshortb distdendSlongb distdendSlongc distdendSmidb distdendSmidc distdendSshorta distdendSshortb distdendWlongb distdendWlongc distdendWmidb distdendWmidc distdendWshorta distdendWshortb"

foreach s ({arglist {locations}})

     ce /B5FS/{s}

     make_Ex_ch10ST4RSAMPA
     setfield /B5FS/{s}/Ex_ch10ST4RSAMPA gmax {CondmaxST4RSAMPA_B5FS}
     addmsg /B5FS/{s}/Ex_ch10ST4RSAMPA /B5FS/{s} CHANNEL Gk Ek
     addmsg /B5FS/{s} /B5FS/{s}/Ex_ch10ST4RSAMPA VOLTAGE Vm

     ce /

end

//ST4RS - B5FS NMDA synapses

str s

//Load synapse location array

str locations = "distdendNlongb distdendNlongc distdendNmidb distdendNmidc distdendNshorta distdendNshortb distdendElongb distdendElongc distdendEmidb distdendEmidc distdendEshorta distdendEshortb distdendSlongb distdendSlongc distdendSmidb distdendSmidc distdendSshorta distdendSshortb distdendWlongb distdendWlongc distdendWmidb distdendWmidc distdendWshorta distdendWshortb"

foreach s ({arglist {locations}})

     ce /B5FS/{s}

     make_Ex_ch10ST4RSNMDA
     setfield /B5FS/{s}/Ex_ch10ST4RSNMDA gmax {CondmaxST4RSNMDA_B5FS}
     addmsg /B5FS/{s}/Ex_ch10ST4RSNMDA /B5FS/{s} CHANNEL Gk Ek
     addmsg /B5FS/{s} /B5FS/{s}/Ex_ch10ST4RSNMDA VOLTAGE Vm

     ce /

end

//I23LTS - B5FS GABAa synapses

str s

//Load synapse location array

str locations = "distdendNlongb distdendNlongc distdendNmidb distdendNmidc distdendNshorta distdendNshortb distdendElongb distdendElongc distdendEmidb distdendEmidc distdendEshorta distdendEshortb distdendSlongb distdendSlongc distdendSmidb distdendSmidc distdendSshorta distdendSshortb distdendWlongb distdendWlongc distdendWmidb distdendWmidc distdendWshorta distdendWshortb"

foreach s ({arglist {locations}})

     ce /B5FS/{s}

     make_Inh_ch10I23LTSGABAa
     setfield /B5FS/{s}/Inh_ch10I23LTSGABAa gmax {CondmaxI23LTSGABAa_B5FS}
     addmsg /B5FS/{s}/Inh_ch10I23LTSGABAa /B5FS/{s} CHANNEL Gk Ek
     addmsg /B5FS/{s} /B5FS/{s}/Inh_ch10I23LTSGABAa VOLTAGE Vm

     ce /

end

//I5LTS - B5FS GABAa synapses

str s

//Load synapse location array

str locations = "distdendNlongb distdendNlongc distdendNmidb distdendNmidc distdendNshorta distdendNshortb distdendElongb distdendElongc distdendEmidb distdendEmidc distdendEshorta distdendEshortb distdendSlongb distdendSlongc distdendSmidb distdendSmidc distdendSshorta distdendSshortb distdendWlongb distdendWlongc distdendWmidb distdendWmidc distdendWshorta distdendWshortb"

foreach s ({arglist {locations}})

     ce /B5FS/{s}

     make_Inh_ch10I5LTSGABAa
     setfield /B5FS/{s}/Inh_ch10I5LTSGABAa gmax {CondmaxI5LTSGABAa_B5FS}
     addmsg /B5FS/{s}/Inh_ch10I5LTSGABAa /B5FS/{s} CHANNEL Gk Ek
     addmsg /B5FS/{s} /B5FS/{s}/Inh_ch10I5LTSGABAa VOLTAGE Vm

     ce /

end

//TCR - B5FS AMPA synapses

str s

//Load synapse location array

str locations = "proxdendN distdendNmida distdendNlonga proxdendE distdendElonga distdendEmida proxdendS distdendSlonga distdendSmida proxdendW distdendWlonga distdendWmida"

foreach s ({arglist {locations}})

     ce /B5FS/{s}

     make_Ex_ch10TCRAMPA
     setfield /B5FS/{s}/Ex_ch10TCRAMPA gmax {CondmaxTCRAMPA_B5FS}
     addmsg /B5FS/{s}/Ex_ch10TCRAMPA /B5FS/{s} CHANNEL Gk Ek
     addmsg /B5FS/{s} /B5FS/{s}/Ex_ch10TCRAMPA VOLTAGE Vm

     ce /

end

//TCR - B5FS NMDA synapses

str s

//Load synapse location array

str locations = "proxdendN distdendNmida distdendNlonga proxdendE distdendElonga distdendEmida proxdendS distdendSlonga distdendSmida proxdendW distdendWlonga distdendWmida"

foreach s ({arglist {locations}})

     ce /B5FS/{s}

     make_Ex_ch10TCRNMDA
     setfield /B5FS/{s}/Ex_ch10TCRNMDA gmax {CondmaxTCRNMDA_B5FS}
     addmsg /B5FS/{s}/Ex_ch10TCRNMDA /B5FS/{s} CHANNEL Gk Ek
     addmsg /B5FS/{s} /B5FS/{s}/Ex_ch10TCRNMDA VOLTAGE Vm

     ce /

end

//P23FRB - B5FS AMPA synapses

str s

//Load synapse location array

str locations = "distdendNlongb distdendNlongc distdendNmidb distdendNmidc distdendNshorta distdendNshortb distdendElongb distdendElongc distdendEmidb distdendEmidc distdendEshorta distdendEshortb distdendSlongb distdendSlongc distdendSmidb distdendSmidc distdendSshorta distdendSshortb distdendWlongb distdendWlongc distdendWmidb distdendWmidc distdendWshorta distdendWshortb"

foreach s ({arglist {locations}})

     ce /B5FS/{s}

     make_Ex_ch10P23FRBAMPA
     setfield /B5FS/{s}/Ex_ch10P23FRBAMPA gmax {CondmaxP23FRBAMPA_B5FS}
     addmsg /B5FS/{s}/Ex_ch10P23FRBAMPA /B5FS/{s} CHANNEL Gk Ek
     addmsg /B5FS/{s} /B5FS/{s}/Ex_ch10P23FRBAMPA VOLTAGE Vm

     ce /

end

//P23FRB - B5FS NMDA synapses

str s

//Load synapse location array

str locations = "distdendNlongb distdendNlongc distdendNmidb distdendNmidc distdendNshorta distdendNshortb distdendElongb distdendElongc distdendEmidb distdendEmidc distdendEshorta distdendEshortb distdendSlongb distdendSlongc distdendSmidb distdendSmidc distdendSshorta distdendSshortb distdendWlongb distdendWlongc distdendWmidb distdendWmidc distdendWshorta distdendWshortb"

foreach s ({arglist {locations}})

     ce /B5FS/{s}

     make_Ex_ch10P23FRBNMDA
     setfield /B5FS/{s}/Ex_ch10P23FRBNMDA gmax {CondmaxP23FRBNMDA_B5FS}
     addmsg /B5FS/{s}/Ex_ch10P23FRBNMDA /B5FS/{s} CHANNEL Gk Ek
     addmsg /B5FS/{s} /B5FS/{s}/Ex_ch10P23FRBNMDA VOLTAGE Vm

     ce /

end

//P5RS - B5FS AMPA synapses

str s

//Load synapse location array

str locations = "distdendNlongb distdendNlongc distdendNmidb distdendNmidc distdendNshorta distdendNshortb distdendElongb distdendElongc distdendEmidb distdendEmidc distdendEshorta distdendEshortb distdendSlongb distdendSlongc distdendSmidb distdendSmidc distdendSshorta distdendSshortb distdendWlongb distdendWlongc distdendWmidb distdendWmidc distdendWshorta distdendWshortb"

foreach s ({arglist {locations}})

     ce /B5FS/{s}

     make_Ex_ch10P5RSAMPA
     setfield /B5FS/{s}/Ex_ch10P5RSAMPA gmax {CondmaxP5RSAMPA_B5FS}
     addmsg /B5FS/{s}/Ex_ch10P5RSAMPA /B5FS/{s} CHANNEL Gk Ek
     addmsg /B5FS/{s} /B5FS/{s}/Ex_ch10P5RSAMPA VOLTAGE Vm

     ce /

end

//P5RS - B5FS NMDA synapses

str s

//Load synapse location array

str locations = "distdendNlongb distdendNlongc distdendNmidb distdendNmidc distdendNshorta distdendNshortb distdendElongb distdendElongc distdendEmidb distdendEmidc distdendEshorta distdendEshortb distdendSlongb distdendSlongc distdendSmidb distdendSmidc distdendSshorta distdendSshortb distdendWlongb distdendWlongc distdendWmidb distdendWmidc distdendWshorta distdendWshortb"

foreach s ({arglist {locations}})

     ce /B5FS/{s}

     make_Ex_ch10P5RSNMDA
     setfield /B5FS/{s}/Ex_ch10P5RSNMDA gmax {CondmaxP5RSNMDA_B5FS}
     addmsg /B5FS/{s}/Ex_ch10P5RSNMDA /B5FS/{s} CHANNEL Gk Ek
     addmsg /B5FS/{s} /B5FS/{s}/Ex_ch10P5RSNMDA VOLTAGE Vm

     ce /

end

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